WiSTEM 2023 - 2024

Attendance Analysis

Background

WiSTEM: In total, there were 17 overall WiSTEM meetings held throughout the 2023-2024 academic school year. However, there were 13 meetings with attendance data and 14 meetings with exit slip data. Some of these overlap in missing both attendance and exit slip data.

Exit Slips Distribution: Overall, there were 483 total exit slips collected over the course of the 2023-2024 academic school year. The graph and table below show the number of exit slips obtained for each of the 14 meetings where exit slips were provided.

Attendance Per Meeting

Number of Attendance Per Meeting
date num_students proportion percent
Sep 29th 68 0.0578723 5.787234
Oct 13th 48 0.0408511 4.085106
Oct 27th 82 0.0697872 6.978723
Nov 15th 14 0.0119149 1.191489
Nov 17th 88 0.0748936 7.489362
Dec 1st 84 0.0714894 7.148936
Dec 15th 109 0.0927660 9.276596
Jan 18th 24 0.0204255 2.042553
Jan 19th 112 0.0953191 9.531915
Feb 16th 98 0.0834043 8.340426
Mar 1st 103 0.0876596 8.765957
Mar 15th 92 0.0782979 7.829787
Apr 5th 90 0.0765957 7.659574
Apr 19th 85 0.0723404 7.234043
May 3rd 78 0.0663830 6.638298

Attendance Per Month

Number of Attedance In Each Month
month num_students proportion percent
Sep 68 0.0578723 5.787234
Oct 130 0.1106383 11.063830
Nov 102 0.0868085 8.680851
Dec 193 0.1642553 16.425532
Jan 136 0.1157447 11.574468
Feb 98 0.0834043 8.340426
Mar 195 0.1659574 16.595745
Apr 175 0.1489362 14.893617
May 78 0.0663830 6.638298

Attendance Per Topic

Total Attendance Per Topic Type
topic total proportion percent
Activity 556 0.4731915 47.319149
Discussion 84 0.0714894 7.148936
Guest Presenter 200 0.1702128 17.021277
Guest Speaker 188 0.1600000 16.000000
Hangout 109 0.0927660 9.276596
Outside School Event 38 0.0323404 3.234043

Average Attendance Per Topic

Average Attendance Per Meeting Topic
topic meeting_count total meeting_avg total_avg benchmark
Activity 7 556 79.42857 78.33333 yes
Discussion 1 84 84.00000 78.33333 yes
Guest Presenter 2 200 100.00000 78.33333 yes
Guest Speaker 2 188 94.00000 78.33333 yes
Hangout 1 109 109.00000 78.33333 yes
Outside School Event 2 38 19.00000 78.33333 no

Individual Attendance

Number of Meetings Attended

Summary of Number of Meetings Attended
min median mean std_dev max range
1 5 5.208145 3.80814 13 12
Number of Meetings Attended by Unique Students
num_meetings num_students proportion percent
1 51 0.2307692 23.076923
2 29 0.1312217 13.122172
3 19 0.0859729 8.597285
11 18 0.0814480 8.144796
6 17 0.0769231 7.692308
5 16 0.0723982 7.239819
7 15 0.0678733 6.787330
10 13 0.0588235 5.882353
4 11 0.0497738 4.977376
8 9 0.0407240 4.072398
9 9 0.0407240 4.072398
12 9 0.0407240 4.072398
13 5 0.0226244 2.262443

Only One Meeting Attended

Number of Student Per Meetings Who Only Attended Once
date num_students prop percent
Sep 29th 3 0.0588235 5.882353
Oct 13th 1 0.0196078 1.960784
Oct 27th 4 0.0784314 7.843137
Nov 15th 4 0.0784314 7.843137
Nov 17th 1 0.0196078 1.960784
Dec 15th 10 0.1960784 19.607843
Jan 19th 8 0.1568627 15.686274
Feb 16th 2 0.0392157 3.921569
Mar 1st 4 0.0784314 7.843137
Mar 15th 2 0.0392157 3.921569
Apr 5th 2 0.0392157 3.921569
Apr 19th 6 0.1176471 11.764706
May 3rd 4 0.0784314 7.843137

One Meeting and Federal Race

Federal Race and Students Who Attended One Meeting
race num_students prop percent
Asian 6 0.12 12
Black 8 0.16 16
Hispanic 7 0.14 14
Native 1 0.02 2
ToM 2 0.04 4
White 26 0.52 52
White & Non-White and Students Who Attended One Meeting
white_non_white num_students prop percent
Non-White 24 0.48 48
White 26 0.52 52

One Meeting and Graduation Year

Graduation Year and Students Who Attended One Meeting
grad_year num_students prop percent
2024 8 0.16 16
2025 18 0.36 36
2026 12 0.24 24
2027 12 0.24 24

One Meeting and Topic

Topic and Students Who Attended One Meeting
grad_year num_students prop percent
2024 8 0.16 16
2025 18 0.36 36
2026 12 0.24 24
2027 12 0.24 24

Distribution Per Meeting

September 29, 2023

Attendance Distribution By Number of Meetings Attended
num_meetings num_students prop percent
1 3 0.0441176 4.411765
2 3 0.0441176 4.411765
3 3 0.0441176 4.411765
4 2 0.0294118 2.941177
5 5 0.0735294 7.352941
6 7 0.1029412 10.294118
7 6 0.0882353 8.823529
8 3 0.0441176 4.411765
9 4 0.0588235 5.882353
10 8 0.1176471 11.764706
11 13 0.1911765 19.117647
12 7 0.1029412 10.294118
13 4 0.0588235 5.882353

Attendance Distribution By Graduation Year
grad_year num_students prop percent
2024 11 0.1617647 16.17647
2025 27 0.3970588 39.70588
2026 21 0.3088235 30.88235
2027 9 0.1323529 13.23529

Distribution By Federal Race
race num_students prop percent
Black 7 0.1029412 10.294118
White 35 0.5147059 51.470588
Asian 7 0.1029412 10.294118
ToM 6 0.0882353 8.823529
Hispanic 13 0.1911765 19.117647

Distribution By White & Non-White
white_non_white num_students prop percent
Non-White 33 0.4852941 48.52941
White 35 0.5147059 51.47059

October 13, 2023

Attendance Distribution By Number of Meetings Attended
num_meetings num_students prop percent
1 1 0.0208333 2.083333
2 3 0.0625000 6.250000
3 1 0.0208333 2.083333
4 1 0.0208333 2.083333
5 1 0.0208333 2.083333
6 2 0.0416667 4.166667
7 2 0.0416667 4.166667
8 3 0.0625000 6.250000
9 4 0.0833333 8.333333
10 5 0.1041667 10.416667
11 13 0.2708333 27.083333
12 7 0.1458333 14.583333
13 5 0.1041667 10.416667

Attendance Distribution By Graduation Year
grad_year num_students prop percent
2024 5 0.1041667 10.41667
2025 18 0.3750000 37.50000
2026 19 0.3958333 39.58333
2027 6 0.1250000 12.50000

Distribution By Federal Race
race num_students prop percent
ToM 5 0.1041667 10.416667
White 28 0.5833333 58.333333
Black 6 0.1250000 12.500000
Hispanic 5 0.1041667 10.416667
Asian 4 0.0833333 8.333333

Distribution By White & Non-White
white_non_white num_students prop percent
Non-White 20 0.4166667 41.66667
White 28 0.5833333 58.33333

October 27, 2023

Attendance Distribution By Number of Meetings Attended
num_meetings num_students prop percent
1 4 0.0487805 4.878049
2 4 0.0487805 4.878049
3 4 0.0487805 4.878049
4 2 0.0243902 2.439024
5 6 0.0731707 7.317073
6 7 0.0853659 8.536585
7 7 0.0853659 8.536585
8 5 0.0609756 6.097561
9 5 0.0609756 6.097561
10 7 0.0853659 8.536585
11 17 0.2073171 20.731707
12 9 0.1097561 10.975610
13 5 0.0609756 6.097561

Attendance Distribution By Graduation Year
grad_year num_students prop percent
2024 17 0.2073171 20.73171
2025 33 0.4024390 40.24390
2026 22 0.2682927 26.82927
2027 10 0.1219512 12.19512

Distribution By Federal Race
race num_students prop percent
White 45 0.5487805 54.878049
ToM 8 0.0975610 9.756098
Hispanic 12 0.1463415 14.634146
Black 7 0.0853659 8.536585
Asian 10 0.1219512 12.195122

Distribution By White & Non-White
white_non_white num_students prop percent
Non-White 37 0.4512195 45.12195
White 45 0.5487805 54.87805

November 15, 2023

Attendance Distribution By Number of Meetings Attended
num_meetings num_students prop percent
1 4 0.2857143 28.571429
4 1 0.0714286 7.142857
6 1 0.0714286 7.142857
9 1 0.0714286 7.142857
10 1 0.0714286 7.142857
11 1 0.0714286 7.142857
12 2 0.1428571 14.285714
13 3 0.2142857 21.428571

Attendance Distribution By Graduation Year
grad_year num_students prop percent
2024 3 0.2142857 21.428571
2025 10 0.7142857 71.428571
NA 1 0.0714286 7.142857

Distribution By Federal Race
race num_students prop percent
White 6 0.4285714 42.857143
Black 4 0.2857143 28.571429
ToM 1 0.0714286 7.142857
Asian 2 0.1428571 14.285714
NA 1 0.0714286 7.142857

Distribution By White & Non-White
white_non_white num_students prop percent
Non-White 7 0.5000000 50.000000
White 6 0.4285714 42.857143
NA 1 0.0714286 7.142857

November 17, 2023

Attendance Distribution By Number of Meetings Attended
num_meetings num_students prop percent
1 1 0.0113636 1.136364
2 4 0.0454545 4.545454
3 2 0.0227273 2.272727
4 3 0.0340909 3.409091
5 8 0.0909091 9.090909
6 7 0.0795455 7.954546
7 10 0.1136364 11.363636
8 6 0.0681818 6.818182
9 5 0.0568182 5.681818
10 12 0.1363636 13.636364
11 16 0.1818182 18.181818
12 9 0.1022727 10.227273
13 5 0.0568182 5.681818

Attendance Distribution By Graduation Year
grad_year num_students prop percent
2024 16 0.1818182 18.181818
2025 32 0.3636364 36.363636
2026 32 0.3636364 36.363636
2027 8 0.0909091 9.090909

Distribution By Federal Race
race num_students prop percent
Black 9 0.1022727 10.227273
White 48 0.5454545 54.545454
ToM 8 0.0909091 9.090909
Hispanic 14 0.1590909 15.909091
Asian 9 0.1022727 10.227273

Distribution By White & Non-White
white_non_white num_students prop percent
Non-White 40 0.4545455 45.45455
White 48 0.5454545 54.54545

December 1, 2023

Attendance Distribution By Number of Meetings Attended
num_meetings num_students prop percent
3 2 0.0238095 2.380952
4 4 0.0476190 4.761905
5 5 0.0595238 5.952381
6 9 0.1071429 10.714286
7 8 0.0952381 9.523810
8 7 0.0833333 8.333333
9 8 0.0952381 9.523810
10 12 0.1428571 14.285714
11 15 0.1785714 17.857143
12 9 0.1071429 10.714286
13 5 0.0595238 5.952381

Attendance Distribution By Graduation Year
grad_year num_students prop percent
2024 10 0.1190476 11.90476
2025 29 0.3452381 34.52381
2026 34 0.4047619 40.47619
2027 11 0.1309524 13.09524

Distribution By Federal Race
race num_students prop percent
White 49 0.5833333 58.333333
Hispanic 11 0.1309524 13.095238
ToM 6 0.0714286 7.142857
Black 8 0.0952381 9.523810
Asian 10 0.1190476 11.904762

Distribution By White & Non-White
white_non_white num_students prop percent
Non-White 35 0.4166667 41.66667
White 49 0.5833333 58.33333

December 15, 2023

Attendance Distribution By Number of Meetings Attended
num_meetings num_students prop percent
1 10 0.0917431 9.174312
2 4 0.0366972 3.669725
3 2 0.0183486 1.834862
4 6 0.0550459 5.504587
5 5 0.0458716 4.587156
6 10 0.0917431 9.174312
7 11 0.1009174 10.091743
8 8 0.0733945 7.339449
9 9 0.0825688 8.256881
10 12 0.1100917 11.009174
11 18 0.1651376 16.513762
12 9 0.0825688 8.256881
13 5 0.0458716 4.587156

Attendance Distribution By Graduation Year
grad_year num_students prop percent
2024 11 0.1009174 10.09174
2025 36 0.3302752 33.02752
2026 39 0.3577982 35.77982
2027 23 0.2110092 21.10092

Distribution By Federal Race
race num_students prop percent
ToM 12 0.1100917 11.00917
Black 13 0.1192661 11.92661
Hispanic 13 0.1192661 11.92661
White 60 0.5504587 55.04587
Asian 11 0.1009174 10.09174

Distribution By White & Non-White
white_non_white num_students prop percent
Non-White 49 0.4495413 44.95413
White 60 0.5504587 55.04587

January 19, 2024

Attendance Distribution By Number of Meetings Attended
num_meetings num_students prop percent
1 8 0.0714286 7.142857
2 10 0.0892857 8.928571
3 4 0.0357143 3.571429
4 7 0.0625000 6.250000
5 7 0.0625000 6.250000
6 10 0.0892857 8.928571
7 12 0.1071429 10.714286
8 6 0.0535714 5.357143
9 7 0.0625000 6.250000
10 12 0.1071429 10.714286
11 15 0.1339286 13.392857
12 9 0.0803571 8.035714
13 5 0.0446429 4.464286

Attendance Distribution By Graduation Year
grad_year num_students prop percent
2024 16 0.1428571 14.28571
2025 40 0.3571429 35.71429
2026 34 0.3035714 30.35714
2027 22 0.1964286 19.64286

Distribution By Federal Race
race num_students prop percent
Hispanic 9 0.0803571 8.035714
Black 11 0.0982143 9.821429
White 70 0.6250000 62.500000
ToM 10 0.0892857 8.928571
Asian 12 0.1071429 10.714286

Distribution By White & Non-White
white_non_white num_students prop percent
Non-White 42 0.375 37.5
White 70 0.625 62.5

February 16, 2024

Attendance Distribution By Number of Meetings Attended
num_meetings num_students prop percent
1 2 0.0204082 2.040816
2 6 0.0612245 6.122449
3 8 0.0816327 8.163265
4 4 0.0408163 4.081633
5 5 0.0510204 5.102041
6 11 0.1122449 11.224490
7 10 0.1020408 10.204082
8 7 0.0714286 7.142857
9 6 0.0612245 6.122449
10 11 0.1122449 11.224490
11 16 0.1632653 16.326531
12 8 0.0816327 8.163265
13 4 0.0408163 4.081633

Attendance Distribution By Graduation Year
grad_year num_students prop percent
2024 10 0.1020408 10.20408
2025 37 0.3775510 37.75510
2026 34 0.3469388 34.69388
2027 17 0.1734694 17.34694

Distribution By Federal Race
race num_students prop percent
Hispanic 14 0.1428571 14.285714
White 55 0.5612245 56.122449
Black 9 0.0918367 9.183673
ToM 13 0.1326531 13.265306
Asian 7 0.0714286 7.142857

Distribution By White & Non-White
white_non_white num_students prop percent
Non-White 43 0.4387755 43.87755
White 55 0.5612245 56.12245

March 1, 2024

Attendance Distribution By Number of Meetings Attended
num_meetings num_students prop percent
1 4 0.0388350 3.883495
2 4 0.0388350 3.883495
3 7 0.0679612 6.796117
4 5 0.0485437 4.854369
5 10 0.0970874 9.708738
6 9 0.0873786 8.737864
7 12 0.1165049 11.650485
8 7 0.0679612 6.796117
9 9 0.0873786 8.737864
10 10 0.0970874 9.708738
11 12 0.1165049 11.650485
12 9 0.0873786 8.737864
13 5 0.0485437 4.854369

Attendance Distribution By Graduation Year
grad_year num_students prop percent
2024 14 0.1359223 13.59223
2025 37 0.3592233 35.92233
2026 38 0.3689320 36.89320
2027 14 0.1359223 13.59223

Distribution By Federal Race
race num_students prop percent
Hispanic 18 0.1747573 17.4757282
White 57 0.5533981 55.3398058
ToM 12 0.1165049 11.6504854
Black 7 0.0679612 6.7961165
Asian 8 0.0776699 7.7669903
Native 1 0.0097087 0.9708738

Distribution By White & Non-White
white_non_white num_students prop percent
Non-White 46 0.4466019 44.66019
White 57 0.5533981 55.33981

March 15, 2024

Attendance Distribution By Number of Meetings Attended
num_meetings num_students prop percent
1 2 0.0217391 2.173913
2 7 0.0760870 7.608696
3 7 0.0760870 7.608696
4 2 0.0217391 2.173913
5 6 0.0652174 6.521739
6 10 0.1086957 10.869565
7 6 0.0652174 6.521739
8 4 0.0434783 4.347826
9 7 0.0760870 7.608696
10 11 0.1195652 11.956522
11 17 0.1847826 18.478261
12 8 0.0869565 8.695652
13 5 0.0543478 5.434783

Attendance Distribution By Graduation Year
grad_year num_students prop percent
2024 13 0.1413043 14.13043
2025 39 0.4239130 42.39130
2026 30 0.3260870 32.60870
2027 10 0.1086957 10.86957

Distribution By Federal Race
race num_students prop percent
White 60 0.6521739 65.217391
Black 8 0.0869565 8.695652
Hispanic 8 0.0869565 8.695652
ToM 10 0.1086957 10.869565
Asian 6 0.0652174 6.521739

Distribution By White & Non-White
white_non_white num_students prop percent
Non-White 32 0.3478261 34.78261
White 60 0.6521739 65.21739

April 5, 2024

Attendance Distribution By Number of Meetings Attended
num_meetings num_students prop percent
1 2 0.0222222 2.222222
2 6 0.0666667 6.666667
3 8 0.0888889 8.888889
4 2 0.0222222 2.222222
5 7 0.0777778 7.777778
6 7 0.0777778 7.777778
7 7 0.0777778 7.777778
8 5 0.0555556 5.555556
9 8 0.0888889 8.888889
10 11 0.1222222 12.222222
11 17 0.1888889 18.888889
12 6 0.0666667 6.666667
13 4 0.0444444 4.444444

Attendance Distribution By Graduation Year
grad_year num_students prop percent
2025 38 0.4222222 42.22222
2026 35 0.3888889 38.88889
2027 17 0.1888889 18.88889

Distribution By Federal Race
race num_students prop percent
White 60 0.6666667 66.666667
Black 4 0.0444444 4.444444
ToM 9 0.1000000 10.000000
Hispanic 10 0.1111111 11.111111
Asian 7 0.0777778 7.777778

Distribution By White & Non-White
white_non_white num_students prop percent
Non-White 30 0.3333333 33.33333
White 60 0.6666667 66.66667

April 19, 2024

Attendance Distribution By Number of Meetings Attended
num_meetings num_students prop percent
1 6 0.0705882 7.058823
2 2 0.0235294 2.352941
3 5 0.0588235 5.882353
4 4 0.0470588 4.705882
5 9 0.1058824 10.588235
6 5 0.0588235 5.882353
7 9 0.1058824 10.588235
8 7 0.0823529 8.235294
9 1 0.0117647 1.176471
10 9 0.1058824 10.588235
11 15 0.1764706 17.647059
12 8 0.0941176 9.411765
13 5 0.0588235 5.882353

Attendance Distribution By Graduation Year
grad_year num_students prop percent
2024 13 0.1529412 15.29412
2025 35 0.4117647 41.17647
2026 22 0.2588235 25.88235
2027 15 0.1764706 17.64706

Distribution By Federal Race
race num_students prop percent
White 49 0.5764706 57.647059
Black 10 0.1176471 11.764706
Hispanic 13 0.1529412 15.294118
ToM 8 0.0941176 9.411765
Asian 5 0.0588235 5.882353

Distribution By White & Non-White
white_non_white num_students prop percent
Non-White 36 0.4235294 42.35294
White 49 0.5764706 57.64706

May 3, 2024

Attendance Distribution By Number of Meetings Attended
num_meetings num_students prop percent
1 4 0.0512821 5.128205
2 5 0.0641026 6.410256
3 4 0.0512821 5.128205
4 1 0.0128205 1.282051
5 6 0.0769231 7.692308
6 7 0.0897436 8.974359
7 5 0.0641026 6.410256
8 4 0.0512821 5.128205
9 7 0.0897436 8.974359
10 9 0.1153846 11.538462
11 13 0.1666667 16.666667
12 8 0.1025641 10.256410
13 5 0.0641026 6.410256

Attendance Distribution By Graduation Year
grad_year num_students prop percent
2024 5 0.0641026 6.410256
2025 28 0.3589744 35.897436
2026 27 0.3461538 34.615385
2027 18 0.2307692 23.076923

Distribution By Federal Race
race num_students prop percent
White 47 0.6025641 60.256410
Black 7 0.0897436 8.974359
ToM 11 0.1410256 14.102564
Hispanic 6 0.0769231 7.692308
Asian 7 0.0897436 8.974359

Distribution By White & Non-White
white_non_white num_students prop percent
Non-White 31 0.3974359 39.74359
White 47 0.6025641 60.25641

INPUT THE REST OF THE DATES HERE

Attendance by Graduation Year

Total Grade Distribution

Graduation Year of All Students (With Repeats)
grad_year num_students prop percent
2024 144 0.1252174 12.52174
2025 439 0.3817391 38.17391
2026 387 0.3365217 33.65217
2027 180 0.1565217 15.65217
Graduation Year of All Students (Unique)
grad_year num_students prop percent
2024 31 0.1409091 14.09091
2025 82 0.3727273 37.27273
2026 68 0.3090909 30.90909
2027 39 0.1772727 17.72727

Comparing Grade Distributions with ETHS

Obtained ETHS Data from the following report

Comparing Grade Distributions (Unique)
program grad_year num_students prop percent
eths 2027 932 0.2593933 25.93933
eths 2026 853 0.2374061 23.74061
eths 2025 973 0.2708043 27.08043
eths 2024 835 0.2323963 23.23963
wistem 2027 39 0.1772727 17.72727
wistem 2026 68 0.3090909 30.90909
wistem 2025 82 0.3727273 37.27273
wistem 2024 31 0.1409091 14.09091

Graduation Year and Number of Meetings

Graduation Year and Number of Meetings Attended (Unique)
num_meetings 2024 2025 2026 2027
1 8 18 12 12
2 5 11 9 4
3 4 4 8 3
4 1 4 4 2
5 1 7 4 4
6 2 9 3 3
7 3 8 2 2
8 2 2 2 3
10 2 6 5 NA
11 1 3 9 5
12 1 5 2 1
13 1 3 1 NA
9 NA 2 7 NA

Graduation Year and Federal Race

Graduation Year and Federal Race (Unique)
grad_year White Black Asian Hispanic ToM
2024 11 5 6 5 4
2025 52 7 7 11 4
2026 44 5 3 12 4
2027 23 5 3 2 6
Graduation Year and Federal Race (Unique)
grad_year Non-White White
2024 20 11
2025 30 52
2026 24 44
2027 16 23
2024 Graduation Year and Federal Race (Unique)
grad_year race num_students prop percent
2024 Hispanic 5 0.1612903 16.12903
2024 White 11 0.3548387 35.48387
2024 ToM 4 0.1290323 12.90323
2024 Black 5 0.1612903 16.12903
2024 Asian 6 0.1935484 19.35484
2024 Graduation Year and Federal Race (Unique)
grad_year white_non_white num_students prop percent
2024 Non-White 20 0.6451613 64.51613
2024 White 11 0.3548387 35.48387
2025 Graduation Year and Federal Race (Unique)
grad_year race num_students prop percent
2025 Hispanic 11 0.1341463 13.414634
2025 White 52 0.6341463 63.414634
2025 ToM 4 0.0487805 4.878049
2025 Black 7 0.0853659 8.536585
2025 Asian 7 0.0853659 8.536585
2025 Native 1 0.0121951 1.219512
2025 Graduation Year and Federal Race (Unique)
grad_year white_non_white num_students prop percent
2025 Non-White 30 0.3658537 36.58537
2025 White 52 0.6341463 63.41463
2026 Graduation Year and Federal Race (Unique)
grad_year race num_students prop percent
2026 Hispanic 12 0.1764706 17.647059
2026 White 44 0.6470588 64.705882
2026 ToM 4 0.0588235 5.882353
2026 Black 5 0.0735294 7.352941
2026 Asian 3 0.0441176 4.411765
2026 Graduation Year and Federal Race (Unique)
grad_year white_non_white num_students prop percent
2026 Non-White 24 0.3529412 35.29412
2026 White 44 0.6470588 64.70588
2027 Graduation Year and Federal Race (Unique)
grad_year race num_students prop percent
2027 Hispanic 2 0.0512821 5.128205
2027 White 23 0.5897436 58.974359
2027 ToM 6 0.1538462 15.384615
2027 Black 5 0.1282051 12.820513
2027 Asian 3 0.0769231 7.692308
2027 Graduation Year and Federal Race (Unique)
grad_year white_non_white num_students prop percent
2027 Non-White 16 0.4102564 41.02564
2027 White 23 0.5897436 58.97436

Graduation Year and Topic

Graduation Year and Topic (With Repeats)
grad_year sum Activity Discussion Guest Presenter Guest Speaker Hangout Outside School Event
2024 144 78 10 32 10 11 3
2025 439 217 29 72 75 36 10
2026 387 179 34 66 69 39 NA
2027 180 82 11 30 34 23 NA
2024 Graduation Year and Topic (With Repeats)
grad_year topic num_students sum prop percent
2024 Activity 78 144 0.5416667 54.166667
2024 Discussion 10 144 0.0694444 6.944444
2024 Guest Presenter 32 144 0.2222222 22.222222
2024 Guest Speaker 10 144 0.0694444 6.944444
2024 Hangout 11 144 0.0763889 7.638889
2024 Outside School Event 3 144 0.0208333 2.083333
2025 Graduation Year and Topic (With Repeats)
grad_year topic num_students sum prop percent
2025 Activity 217 439 0.4943052 49.430524
2025 Discussion 29 439 0.0660592 6.605923
2025 Guest Presenter 72 439 0.1640091 16.400911
2025 Guest Speaker 75 439 0.1708428 17.084283
2025 Hangout 36 439 0.0820046 8.200456
2025 Outside School Event 10 439 0.0227790 2.277904
2026 Graduation Year and Topic (With Repeats)
grad_year topic num_students sum prop percent
2026 Activity 179 387 0.4625323 46.25323
2026 Discussion 34 387 0.0878553 8.78553
2026 Guest Presenter 66 387 0.1705426 17.05426
2026 Guest Speaker 69 387 0.1782946 17.82946
2026 Hangout 39 387 0.1007752 10.07752
2027 Graduation Year and Topic (With Repeats)
grad_year topic num_students sum prop percent
2027 Activity 82 180 0.4555556 45.555556
2027 Discussion 11 180 0.0611111 6.111111
2027 Guest Presenter 30 180 0.1666667 16.666667
2027 Guest Speaker 34 180 0.1888889 18.888889
2027 Hangout 23 180 0.1277778 12.777778

Attendance by Federal Race

Total Race Distribution

Federal Race Distribution (Unique)
race num_students prop percent
Asian 19 0.0863636 8.6363636
Black 22 0.1000000 10.0000000
Hispanic 30 0.1363636 13.6363636
Native 1 0.0045455 0.4545455
ToM 18 0.0818182 8.1818182
White 130 0.5909091 59.0909091
Federal Race Distribution With Only White and Non-White (Unique)
white_non_white num_students prop percent
Non-White 90 0.4090909 40.90909
White 130 0.5909091 59.09091

Race Distribution Without One-Timers

Federal Race Distribution Without One-Timers (Unique)
race num_students prop percent
Asian 13 0.0764706 7.647059
Black 14 0.0823529 8.235294
Hispanic 23 0.1352941 13.529412
ToM 16 0.0941176 9.411765
White 104 0.6117647 61.176471
Federal Race Distribution Without One-Timers (Only White and Non-White; Unique)
white_non_white num_students prop percent
Non-White 66 0.3882353 38.82353
White 104 0.6117647 61.17647

Comparing Race Distributions with ETHS

Obtained ETHS Data from the following report

Comparing Race Distributions (All Federal Race Categories) (Unique)
program race num_students prop percent white_non_white
eths White 1596 0.4459346 44.5934619 White
eths Asian 162 0.0452640 4.5264040 Non-White
eths Black 867 0.2422464 24.2246438 Non-White
eths Hispanic 725 0.2025706 20.2570550 Non-White
eths ToM 229 0.0639844 6.3984353 Non-White
wistem White 130 0.5909091 59.0909091 White
wistem ToM 18 0.0818182 8.1818182 Non-White
wistem Native 1 0.0045455 0.4545455 Non-White
wistem Hispanic 30 0.1363636 13.6363636 Non-White
wistem Black 22 0.1000000 10.0000000 Non-White
wistem Asian 19 0.0863636 8.6363636 Non-White
Comparing Race Distributions (White and Non-White) (Unique)
white_non_white num_students prop percent program
Non-White 1983 0.5540654 55.40654 eths
White 1596 0.4459346 44.59346 eths
Non-White 90 0.4090909 40.90909 wistem
White 130 0.5909091 59.09091 wistem

Race and Number of Meetings

Race and Number of Meetings Attended (All Federal Race Categories) (Unique)
race num_meetings num_students
Hispanic 1 7
Hispanic 2 4
Hispanic 3 4
Hispanic 4 1
Hispanic 5 2
Hispanic 6 1
Hispanic 7 3
Hispanic 8 2
Hispanic 9 2
Hispanic 10 1
Hispanic 11 2
Hispanic 12 1
White 1 26
White 2 21
White 3 12
White 4 5
White 5 12
White 6 12
White 7 6
White 8 6
White 9 5
White 10 8
White 11 9
White 12 5
White 13 3
ToM 1 2
ToM 2 2
ToM 3 1
ToM 4 3
ToM 6 1
ToM 7 1
ToM 8 1
ToM 9 1
ToM 10 1
ToM 11 3
ToM 12 1
ToM 13 1
Black 1 8
Black 2 1
Black 3 2
Black 4 1
Black 6 2
Black 7 3
Black 11 4
Black 13 1
Asian 1 6
Asian 2 1
Asian 4 1
Asian 5 2
Asian 6 1
Asian 7 2
Asian 9 1
Asian 10 3
Asian 12 2
Native 1 1
Race and Number of Meetings Attended (White and Non-White) (Unique)
white_non_white num_meetings num_students
Non-White 1 24
Non-White 2 16
Non-White 3 21
Non-White 4 24
Non-White 5 20
Non-White 6 30
Non-White 7 63
Non-White 8 24
Non-White 9 36
Non-White 10 50
Non-White 11 99
Non-White 12 48
Non-White 13 26
White 1 26
White 2 42
White 3 36
White 4 20
White 5 60
White 6 72
White 7 42
White 8 48
White 9 45
White 10 80
White 11 99
White 12 60
White 13 39

Race and Topic

Race and Topic (All Federal Race Categories) (Unique)
race topic num_students
Hispanic Activity 75
Hispanic Discussion 11
Hispanic Guest Presenter 23
Hispanic Guest Speaker 24
Hispanic Hangout 13
White Activity 321
White Discussion 49
White Guest Presenter 118
White Guest Speaker 115
White Hangout 60
White Outside School Event 6
ToM Activity 60
ToM Discussion 6
ToM Guest Presenter 18
ToM Guest Speaker 22
ToM Hangout 12
ToM Outside School Event 1
Black Activity 52
Black Discussion 8
Black Guest Presenter 20
Black Guest Speaker 13
Black Hangout 13
Black Outside School Event 4
Asian Activity 47
Asian Discussion 10
Asian Guest Presenter 21
Asian Guest Speaker 14
Asian Hangout 11
Asian Outside School Event 2
Native Activity 1
Race and Topic (White and Non-White) (Unique)
white_non_white topic num_students
Non-White Activity 235
Non-White Discussion 35
Non-White Guest Presenter 82
Non-White Guest Speaker 73
Non-White Hangout 49
Non-White Outside School Event 7
White Activity 321
White Discussion 49
White Guest Presenter 118
White Guest Speaker 115
White Hangout 60
White Outside School Event 6